
Aws Bootstrap Skill
- 1 repo stars
- Updated July 2, 2026
- promptromp/aws-bootstrap-g4dn
Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development
About
aws-bootstrap-skill is a Claude Code skill in the AI & Agent Building category. Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development
- aws-bootstrap-skill
- AI & Agent Building
- AI-coding skill
Aws Bootstrap Skill by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
/plugin marketplace add promptromp/aws-bootstrap-g4dn/plugin install aws-bootstrap-skill@aws-bootstrap-skillAdd your badge
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| repo stars | ★ 1 |
|---|---|
| Last updated | July 2, 2026 |
| Repository | promptromp/aws-bootstrap-g4dn ↗ |
What it does
Provision, monitor, and tear down AWS EC2 GPU instances for ML/CUDA development
README.md
aws-bootstrap-skill
A Claude Code plugin that provides a skill for provisioning and managing AWS EC2 GPU instances via the aws-bootstrap CLI. It enables LLM coding agents to autonomously launch, monitor, and tear down GPU instances for ML/CUDA development workflows.
Installation
From GitHub
Register this repository as a plugin marketplace, then install:
# Add the marketplace (one-time setup)
/plugin marketplace add promptromp/aws-bootstrap-g4dn
# Install the plugin
/plugin install aws-bootstrap-skill@promptromp-aws-bootstrap-g4dn
Local install (from repo checkout)
claude --plugin-dir ./aws-bootstrap-skill
Prerequisites
The aws-bootstrap CLI must be installed separately:
pip install aws-bootstrap-g4dn
# or
uv pip install aws-bootstrap-g4dn
You also need:
- AWS credentials configured (
AWS_PROFILEenv var or--profileflag) - An SSH key pair (default:
~/.ssh/id_ed25519)
Usage
Once the plugin is loaded, Claude Code will automatically use the aws-bootstrap skill when you ask about GPU instances. Examples:
- "Launch a GPU instance for me"
- "What GPU instances are running?"
- "Terminate all my GPU instances"
- "Show me available g5 instance types"
- "Clean up stale SSH entries and orphan EBS volumes"
The skill teaches Claude Code to use --output json for machine-readable output, handle spot pricing fallbacks, manage EBS data volumes, and clean up resources properly.
What's Included
- SKILL.md -- Main skill with quick reference, common workflows, and error handling guidance
- references/commands.md -- Full command reference with all options, defaults, and JSON output schemas
License
MIT -- see the main repository for details.